Title Genome-wide association study of intracranial aneurysms identifies 17 risk loci and genetic overlap with clinical risk factors
Authors Bakker, Mark K.
van der Spek, Rick A. A.
van Rheenen, Wouter
Morel, Sandrine
Bourcier, Romain
Hostettler, Isabel C.
Alg, Varinder S.
van Eijk, Kristel R.
Koido, Masaru
Akiyama, Masato
Terao, Chikashi
Matsuda, Koichi
Walters, Robin G.
Lin, Kuang
Li, Liming
Millwood, Iona Y.
Chen, Zhengming
Rouleau, Guy A.
Zhou, Sirui
Rannikmae, Kristiina
Sudlow, Cathie L. M.
Houlden, Henry
van den Berg, Leonard H.
Dina, Christian
Naggara, Olivier
Gentric, Jean-Christophe
Shotar, Eimad
Eugene, Francois
Desal, Hubert
Winsvold, Bendik S.
Borte, Sigrid
Johnsen, Marianne Bakke
Brumpton, Ben M.
Sandvei, Marie Softeland
Willer, Cristen J.
Hveem, Kristian
Zwart, John-Anker
Verschuren, W. M. Monique
Friedrich, Christoph M.
Hirsch, Sven
Schilling, Sabine
Dauvillier, Jerome
Martin, Olivier
Winsvold, Bendik S.
Winsvold, Bendik S.
Borte, Sigrid
Johnsen, Marianne Bakke
Brumpton, Ben M.
Sandvei, Marie Softeland
Willer, Cristen J.
Hveem, Kristian
Zwart, John-Anker
Bian, Zheng
Chen, Junshi
Chen, Yiping
Chen, Zhengming
Clarke, Robert
Collins, Rory
Guo, Yu
Han, Xiao
Hill, Michael
Li, Liming
Lin, Kuang
Liu, Depei
Lv, Jun
Millwood, Iona
Peto, Richard
Sansome, Sam
Walters, Robin
Yang, Xiaoming
Yu, Canqing
Koido, Masaru
Koido, Masaru
Akiyama, Masato
Terao, Chikashi
Matsuda, Koichi
Kamatani, Yoichiro
Desal, Hubert
Desal, Hubert
Bourcier, Romain
Redon, Richard
Dina, Christian
Naggara, Olivier
Eugene, Francois
Gentric, Jean-Christophe
Shotar, Eimad
Sargurupremraj, Muralidharan
Tatlisumak, Turgut
Debette, Stephanie
Werring, David J.
Houlden, Henry
Alg, Varinder S.
Hostettler, Isabel C.
Bonner, Stephen
Walsh, Daniel
Bulters, Diederik
Kitchen, Neil
Brown, Martin
Grieve, Joan
Bakker, Mark K.
Bourcier, Romain
Walters, Robin G.
Malik, Rainer
Dichgans, Martin
Sargurupremraj, Muralidharan
Tatlisumak, Turgut
Debette, Stephanie
Rinkel, Gabriel J. E.
Worrall, Bradford B.
Pera, Joanna
Slowik, Agnieszka
Broderick, Joseph P.
Werring, David J.
Woo, Daniel
Bijlenga, Philippe
Kamatani, Yoichiro
Ruigrok, Ynte M.
Jones, Gregory T.
Bown, Matthew J.
Ko, Nerissa U.
Kim, Helen
Coleman, Jonathan R. I.
Breen, Gerome
Zaroff, Jonathan G.
Klijn, Catharina J. M.
Malik, Rainer
Dichgans, Martin
Sargurupremraj, Muralidharan
Tatlisumak, Turgut
Amouyel, Philippe
Debette, Stephanie
Rinkel, Gabriel J. E.
Worrall, Bradford B.
Pera, Joanna
Slowik, Agnieszka
Gaal-Paavola, Emilia I.
Niemela, Mika
Jaaskelainen, Juha E.
von Und Zu Fraunberg, Mikael
Lindgren, Antti
Broderick, Joseph P.
Werring, David J.
Woo, Daniel
Redon, Richard
Bijlenga, Philippe
Kamatani, Yoichiro
Veldink, Jan H.
Ruigrok, Ynte M.
Affiliation Univ Utrecht, Dept Neurol & Neurosurg, Univ Med Ctr, Utrecht Brain Ctr, Utrecht, Netherlands
Univ Geneva, Fac Med, Dept Pathol & Immunol, Geneva, Switzerland
Geneva Univ Hosp, Fac Med, Dept Clin Neurosci, Neurosurg Div, Geneva, Switzerland
Univ Nantes, Inst Thorax, CHU Nantes, CNRS,INSERM, Nantes, France
CHU Nantes, Dept Neuroradiol, Nantes, France
UCL, Stroke Res Ctr, Inst Neurol, London Queen Sq, London, England
Tech Univ Munich, Dept Neurosurg, Klinikum Rechts Isar, Munich, Germany
RIKEN Ctr Integrat Med Sci, Lab Stat & Translat Genet, Yokohama, Japan
Univ Tokyo, Inst Med Sci, Dept Canc Biol, Tokyo, Japan
Kyushu Univ, Grad Sch Med Sci, Dept Ophthalmol, Fukuoka, Japan
Kyushu Univ, Grad Sch Med Sci, Dept Ocular Pathol & Imaging Sci, Fukuoka, Japan
Univ Tokyo, Grad Sch Frontier Sci, Tokyo, Japan
Univ Oxford, Nuffield Dept Populat Hlth, Clin Trial Serv Unit, Oxford, England
Univ Oxford, Nuffield Dept Populat Hlth, Epidemiol Studies Unit, Oxford, England
Univ Oxford, Med Res Council, Populat Hlth Res Unit, Oxford, England
Peking Univ, Sch Publ Hlth, Dept Epidmiol, Hlth Sci Ctr, Beijing, Peoples R China
McGill Univ, Jewish Gen Hosp, Lady Davis Inst, Montreal, PQ, Canada
Univ Edinburgh, Usher Inst, Ctr Med Informat, Edinburgh, Midlothian, Scotland
UK Biobank, Stockport, Lancs, England
Natl Hosp Neurol & Neurosurg, Neurogenet Lab, London, England
Univ Paris 05, Necker Hosp Sick Children, Pediat Radiol, Paris, France
St Anne Hosp, Dept Neuroradiol, F-S894 Paris, France
Univ Paris 05, INSERM UMR, F-S894 Paris, France
Univ Hosp Brest, Dept Neuroradiol, Brest, France
Pite Salpetriere Hosp, Dept Neuroradiol, Brest, France
Univ Hosp Rennes, Dept Neuroradiol, Rennes, France
Oslo Univ Hosp, Dept Res Innovat & Educ, Div Clin Neurosci Innovat & Educ, Oslo, Norway
Norwegian Univ Sci & Technol, KG Jebsen Ctr Genet Epidemiol, Dept Publ Hlth & Nursing, Fac Med & Hlth Sci, Trondheim, Norway
Univ Oslo, Res & Commun Unit Musculoskeletal Hlth FORMI, Dept Res Innovat & Educ, Div Clin Neurosci, Oslo, Norway
Univ Oslo, Inst Clin Med, Fac Med, Oslo, Oslo, Norway
Norwegian Univ Sci & Technol, Fac Med & Hlth Sci, Dept Publ Hlth & Nursing, Trondheim, Norway
Trondheim Reg & Univ Hosp, St Olavs Hosp, Canc Clin, Trondheim, Norway
Univ Michigan, Dept Internal Med, Div Cardiovasc Med, Ann Arbor, MI USA
Norwegian Univ Sci & Technol, Fac Med & Hlth Sci, Dept Publ Hlth & Nursing, HUNT Res Ctr, Trondheim, Norway
Univ Med Ctr Utrecht, Julius Ctr Hlth Sci & Primary Care, Utrecht, Netherlands
Natl Inst Publ Hlth & Environm, Bilthoven, Netherlands
Dortmund Univ Appl Sci & Arts, Dortmund, Germany
Univ Hosp Essen, Inst Med Informat Biometry & Epidmiol IMIBE, Essen, Germany
Zurich Univ Appl Sci, Sch Life Sci & Facil Management, Zurich, Switzerland
SIB Swiss Inst Bioinformat, Lausanne, Switzerland
Univ Otago, Dept Surg, Dunedin, New Zealand
Univ Leicester, Natl Inst Hlth Res, Dept Cardiovasc Sci, Leicester, England
Univ Leicester, Glenfield Hosp, Leicester BioMed Res Ctr, Leicester, England
Univ Calif San Francisco, Dept Neurol, San Francisco, CA 94143 USA
Univ Calif San Francisco, Ctr Cerebrovasc Res, Dept Anesthesia & Perioperat Care, San Francisco, CA 94143 USA
Univ Calif San Francisco, Dept Epidemiol & Biostat, San Francisco, CA 94143 USA
Univ Calif San Francisco, Inst Human Genet, San Francisco, CA 94143 USA
Kings Coll London, Inst Psychiat Psychol & Neurosci, Social Genet & Dev Psychiat Ctr, London, England
South London & Maudsley NHS Fdn Trust, UK Natl Inst Hlth Res NIHR, BRC, London, England
Kaiser Permanente Northern Calif, Div Res, Oakland, CA USA
Radboud Univ Nijmegen, Donders Inst Brain Cognit & Behav, Dept Neurol, Med Ctr, Nijmegen, Netherlands
Ludwig Maximilians Univ Munchen, Inst Stroke & Dementia Res, Univ Hosp, Munich, Germany
Munich Cluster Syst Neurol SyNergy, Munich, Germany
Deutsch Zentrum Neurodegenerat Erkrankungen DZNE, Munich, Germany
Univ Bordeaux, INSERM U1219 Bordeaux Populat Hlth Res Ctr, Bordeaux, France
Bordeaux Univ Hosp, Inst Neurodegenerat Dis, Dept Neurol, Bordeaux, France
Univ Gothenburg, Dept Clin Neurosci, Gothenburg, Sweden
Univ Gothenburg, Inst Neurosci & Physiol, Gothenburg, Sweden
AGE Univ Lille, Ctr Hosp Univ Lille Lille, Inst Pasteur Lille, INSERM,UMR1167 LabEx DISTALZ,RID, Lille, France
Univ Virginia, Dept Neurol, Sch Med, Charlottesville, VA USA
Univ Virginia, Dept Publ Hlth Sci, Sch Med, Charlottesville, VA USA
Jagiellonian Univ, Fac Med, Dept Neurol, Med Coll, Krakow, Poland
Univ Helsinki, Helsinki Univ Hosp, Dept Neurosurg, Helsinki, Finland
Univ Helsinki, Clin Neurosci, Helsinki, Finland
Kuopio Univ Hosp, Neurosurg NeuroCtr, Kuopio, Finland
Univ Eastern Finland, Inst Clin Med, Fac Hlth Sci, Kuopio, Finland
Univ Cincinnati, Coll Med, Cincinnati, OH USA
Chinese Acad Med Sci, Beijing, Peoples R China
China Natl Ctr Food Safety Risk Assessment, Beijing, Peoples R China
James Cook Univ Hosp, Dept Anaesthesia, Middlesbrough, Cleveland, England
Kings Coll Hosp NHS Fdn Trust, Dept Neurosurg, London, England
Univ Hosp Southampton NHS Fdn Trust, Dept Neurosurg, Southampton, Hants, England
Natl Hosp Neurol & Neurosurg, Dept Neurosurg, London, England
Keywords LD SCORE REGRESSION
SUBARACHNOID HEMORRHAGE
GWAS
METAANALYSIS
SEX
HERITABILITY
VARIANTS
SMOKING
PATIENT
GROWTH
Issue Date Nov-2020
Publisher NATURE GENETICS
Abstract Rupture of an intracranial aneurysm leads to subarachnoid hemorrhage, a severe type of stroke. To discover new risk loci and the genetic architecture of intracranial aneurysms, we performed a cross-ancestry, genome-wide association study in 10,754 cases and 306,882 controls of European and East Asian ancestry. We discovered 17 risk loci, 11 of which are new. We reveal a polygenic architecture and explain over half of the disease heritability. We show a high genetic correlation between ruptured and unruptured intracranial aneurysms. We also find a suggestive role for endothelial cells by using gene mapping and heritability enrichment. Drug-target enrichment shows pleiotropy between intracranial aneurysms and antiepileptic and sex hormone drugs, providing insights into intracranial aneurysm pathophysiology. Finally, genetic risks for smoking and high blood pressure, the two main clinical risk factors, play important roles in intracranial aneurysm risk, and drive most of the genetic correlation between intracranial aneurysms and other cerebrovascular traits. Cross-ancestry genome-wide association analyses in individuals of European and East Asian ancestry identify 11 new risk loci for intracranial aneurysms and highlight a polygenic architecture explaining a substantial fraction of disease heritability.
URI http://hdl.handle.net/20.500.11897/608068
ISSN 1061-4036
DOI 10.1038/s41588-020-00725-7
Indexed SCI(E)
Appears in Collections: 公共卫生学院

Files in This Work
There are no files associated with this item.

Web of Science®


0

Checked on Last Week

Scopus®



Checked on Current Time

百度学术™


0

Checked on Current Time

Google Scholar™





License: See PKU IR operational policies.